songs in LAION-DISCO-12M under the artist name
A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.
Including Polaris, Movement 3, Horizon To Zenith
Artist The Human Abstract on YouTube Music
Yes. The Human Abstract has 34 songs listed in a dataset used to train AI music models.
Listed under the artist name 34 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Polaris
Listed as The Human Abstract – Polaris (Nocturne) · Watch on YouTube
youtube_video 01Br6_eWbAw · row 01Br6_eWbAw
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Movement 3
Listed as The Human Abstract – Movement 3 (Moonlight Sonata) · Watch on YouTube
youtube_video 0ZEVblACxyM · row 0ZEVblACxyM
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Horizon To Zenith
Listed as The Human Abstract – Horizon To Zenith (Digital Veil) · Watch on YouTube
youtube_video 11VM70htDjk · row 11VM70htDjk
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Echelons To Molotovs
Listed as The Human Abstract – Echelons To Molotovs (Nocturne) · Watch on YouTube
youtube_video 4VTym5Th_RE · row 4VTym5Th_RE
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Harbinger
Listed as The Human Abstract – Harbinger (Nocturne) · Watch on YouTube
youtube_video 5QjvPKzA8N4 · row 5QjvPKzA8N4
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Calm In The Chaos
Listed as The Human Abstract – Calm In The Chaos (Midheaven) · Watch on YouTube
youtube_video 5WGXxfsUgwI · row 5WGXxfsUgwI
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Holographic Sight
Listed as The Human Abstract – Holographic Sight (Digital Veil) · Watch on YouTube
youtube_video 6IkXLBKjZVc · row 6IkXLBKjZVc
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Self Portraits Of The Instincts
Listed as The Human Abstract – Self Portraits Of The Instincts (Nocturne) · Watch on YouTube
youtube_video 6iKPi9uwjdQ · row 6iKPi9uwjdQ
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Complex Terms
Listed as The Human Abstract – Complex Terms (Digital Veil) · Watch on YouTube
youtube_video 7erWgTZeK7U · row 7erWgTZeK7U
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Vela, Together We Await The Storm (Tim Lambesis Remix)
Listed as The Human Abstract – Vela, Together We Await The Storm (Tim Lambesis Remix) (Vela, Together We Await The Storm (Tim Lambesis Remix)) · Watch on YouTube
youtube_video A5gJRopAsZ0 · row A5gJRopAsZ0
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Movement 1
Listed as The Human Abstract – Movement 1 (Moonlight Sonata) · Watch on YouTube
youtube_video B-Ur5_LIyvk · row B-Ur5_LIyvk
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Metanoia
Listed as The Human Abstract – Metanoia (Midheaven) · Watch on YouTube
youtube_video CgY_OJSvRZQ · row CgY_OJSvRZQ
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Vela, Together We Await The Storm
Listed as The Human Abstract – Vela, Together We Await The Storm (Nocturne) · Watch on YouTube
youtube_video G4OJKCE4gaw · row G4OJKCE4gaw
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Sotto Voce
Listed as The Human Abstract – Sotto Voce (Nocturne) · Watch on YouTube
youtube_video Io_vQ-rQFlA · row Io_vQ-rQFlA
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Nocturne
Listed as The Human Abstract – Nocturne (Nocturne) · Watch on YouTube
youtube_video J1cBxdeZrsM · row J1cBxdeZrsM
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Digital Veil
Listed as The Human Abstract – Digital Veil (Digital Veil) · Watch on YouTube
youtube_video J2X-IYD1QY4 · row J2X-IYD1QY4
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Movement From Discord
Listed as The Human Abstract – Movement From Discord (Nocturne) · Watch on YouTube
youtube_video JPG63dR5kVQ · row JPG63dR5kVQ
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Movement 2
Listed as The Human Abstract – Movement 2 (Moonlight Sonata) · Watch on YouTube
youtube_video L-LX3GQ5Jr4 · row L-LX3GQ5Jr4
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The Path
Listed as The Human Abstract – The Path (Midheaven) · Watch on YouTube
youtube_video LEJPEtY1eow · row LEJPEtY1eow
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Antebellum
Listed as The Human Abstract – Antebellum (Digital Veil) · Watch on YouTube
youtube_video Oyq_aUkwHJY · row Oyq_aUkwHJY
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Faust
Listed as The Human Abstract – Faust (Digital Veil) · Watch on YouTube
youtube_video T8zOJHWYGmI · row T8zOJHWYGmI
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Echoes Of The Spirit
Listed as The Human Abstract – Echoes Of The Spirit (Midheaven) · Watch on YouTube
youtube_video XWdpFDQi6ak · row XWdpFDQi6ak
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Desiderata
Listed as The Human Abstract – Desiderata (Nocturne) · Watch on YouTube
youtube_video ZrAgHvHXkec · row ZrAgHvHXkec
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Mea Culpa
Listed as The Human Abstract – Mea Culpa (Nocturne) · Watch on YouTube
youtube_video eODWf6x62jg · row eODWf6x62jg
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Crossing The Rubicon
Listed as The Human Abstract – Crossing The Rubicon (Nocturne) · Watch on YouTube
youtube_video gVSK1iljD9Y · row gVSK1iljD9Y
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A Violent Strike
Listed as The Human Abstract – A Violent Strike (Midheaven) · Watch on YouTube
youtube_video jzPA8gKP75E · row jzPA8gKP75E
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Patterns
Listed as The Human Abstract – Patterns (Digital Veil) · Watch on YouTube
youtube_video kRl0vh4q740 · row kRl0vh4q740
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Procession Of The Fates
Listed as The Human Abstract – Procession Of The Fates (Midheaven) · Watch on YouTube
youtube_video lP7u9hiSx4Y · row lP7u9hiSx4Y
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Channel Detritus
Listed as The Human Abstract – Channel Detritus (Nocturne) · Watch on YouTube
youtube_video pqUyjuJtx9w · row pqUyjuJtx9w
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Counting Down The Days
Listed as The Human Abstract – Counting Down The Days (Midheaven) · Watch on YouTube
youtube_video qUNQiai9DEE · row qUNQiai9DEE
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Elegiac
Listed as The Human Abstract – Elegiac (Digital Veil) · Watch on YouTube
youtube_video uER451w72Mw · row uER451w72Mw
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A Dead World At Sunrise
Listed as The Human Abstract – A Dead World At Sunrise (Midheaven) · Watch on YouTube
youtube_video v7UHqSGHeAk · row v7UHqSGHeAk
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This World Is A Tomb
Listed as The Human Abstract – This World Is A Tomb (Midheaven) · Watch on YouTube
youtube_video vZwEpTicwVs · row vZwEpTicwVs
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Breathing Life Into Devices
Listed as The Human Abstract – Breathing Life Into Devices (Midheaven) · Watch on YouTube
youtube_video wzd5q5aLAaw · row wzd5q5aLAaw
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What this means
Last reviewed 2026-09-24.
Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08
What you can do
3 routes. None is a guarantee.
- UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
Is this you?
These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.